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Fault diagnosis is very important for development and maintenance of safe and reliable electronic circuits and systems. This paper describes an approach of soft fault diagnosis for analog circuits based on least square support vector machines (LS-SVM) and adaptive genetic algorithm (AGA), known as AGA-LS-SVM. AGA is applied to optimize the parameters of LS-SVM, and fault features are extracted from...
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